| FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation | Mar 4, 2023 | BenchmarkingGPU | CodeCode Available | 2 |
| Benchmarking framework for machine learning classification from fNIRS data | Mar 3, 2023 | BenchmarkingBrain Computer Interface | CodeCode Available | 0 |
| Benchmarking White Blood Cell Classification Under Domain Shift | Mar 3, 2023 | BenchmarkingClassification | CodeCode Available | 0 |
| Data-Efficient Training of CNNs and Transformers with Coresets: A Stability Perspective | Mar 3, 2023 | BenchmarkingImage Classification | CodeCode Available | 0 |
| POPGym: Benchmarking Partially Observable Reinforcement Learning | Mar 3, 2023 | BenchmarkingGPU | CodeCode Available | 2 |
| Structure-Based Experimental Datasets for Benchmarking Protein Simulation Force Fields | Mar 2, 2023 | Benchmarking | —Unverified | 0 |
| Learning to Adapt to Online Streams with Distribution Shifts | Mar 2, 2023 | BenchmarkingMeta-Learning | —Unverified | 0 |
| Benchmarking Self-Supervised Contrastive Learning Methods for Image-Based Plant Phenotyping | Mar 1, 2023 | BenchmarkingContrastive Learning | CodeCode Available | 0 |
| A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking | Feb 28, 2023 | Adversarial RobustnessBenchmarking | —Unverified | 0 |
| Benchmarking Deepart Detection | Feb 28, 2023 | BenchmarkingDeepFake Detection | —Unverified | 0 |
| Predicting the Performance of a Computing System with Deep Networks | Feb 27, 2023 | Benchmarking | —Unverified | 0 |
| Benchmarking of Cancelable Biometrics for Deep Templates | Feb 26, 2023 | BenchmarkingBinarization | —Unverified | 0 |
| STA: Self-controlled Text Augmentation for Improving Text Classifications | Feb 24, 2023 | BenchmarkingText Augmentation | CodeCode Available | 0 |
| Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views | Feb 23, 2023 | Benchmarking | —Unverified | 0 |
| What Can We Learn From The Selective Prediction And Uncertainty Estimation Performance Of 523 Imagenet Classifiers | Feb 23, 2023 | BenchmarkingOut-of-Distribution Detection | CodeCode Available | 1 |
| Revisiting the Gumbel-Softmax in MADDPG | Feb 23, 2023 | BenchmarkingMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| A framework for benchmarking class-out-of-distribution detection and its application to ImageNet | Feb 23, 2023 | BenchmarkingKnowledge Distillation | CodeCode Available | 1 |
| Dermatological Diagnosis Explainability Benchmark for Convolutional Neural Networks | Feb 23, 2023 | BenchmarkingMedical Diagnosis | CodeCode Available | 0 |
| MultiRobustBench: Benchmarking Robustness Against Multiple Attacks | Feb 21, 2023 | Benchmarking | —Unverified | 0 |
| An Efficient Two-stage Gradient Boosting Framework for Short-term Traffic State Estimation | Feb 21, 2023 | BenchmarkingState Estimation | CodeCode Available | 0 |
| Time to Embrace Natural Language Processing (NLP)-based Digital Pathology: Benchmarking NLP- and Convolutional Neural Network-based Deep Learning Pipelines | Feb 21, 2023 | Benchmarkingwhole slide images | —Unverified | 0 |
| Determinants of Performance in European ATM -- How to Analyze a Diverse Industry | Feb 20, 2023 | BenchmarkingManagement | —Unverified | 0 |
| Arena-Rosnav 2.0: A Development and Benchmarking Platform for Robot Navigation in Highly Dynamic Environments | Feb 20, 2023 | BenchmarkingRobot Navigation | CodeCode Available | 0 |
| Fuzzy Knowledge Distillation from High-Order TSK to Low-Order TSK | Feb 16, 2023 | BenchmarkingKnowledge Distillation | —Unverified | 0 |
| Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking | Feb 16, 2023 | Benchmarkingcounterfactual | —Unverified | 0 |